The finding that the Fat Mass and Obesity (FTO) gene has been positively associated with BMI in COPD patients, suggests a potential genetic origin since this gene has been associated with differential fat deposition in the visceral o subcutaneos stores [46]. The gene discussed is FTO; the disease is chronic obstructive pulmonary disease.